feat(api): attach log intelligence runtime sample

docs/operations/ai-agent-log-intelligence-runtime-sample-readback.snapshot.json

@@ -0,0 +1,105 @@
+{
+  "schema_version": "ai_agent_log_intelligence_runtime_sample_readback_v1",
+  "generated_at": "2026-06-29T12:38:51Z",
+  "verifier_id": "log_intelligence_runtime_sample_20260629T123851Z",
+  "scope": "ai_agent_log_intelligence_integration_runtime_sample",
+  "source": {
+    "namespace": "awoooi-prod",
+    "deploy_marker": "c4ae3e4bc chore(cd): deploy f1a264c [skip ci]",
+    "image_commit": "f1a264cf0cab09c6d853f7dc5d9fc02fbf32bc7b",
+    "api_image": "192.168.0.110:5000/awoooi/api:f1a264cf0cab09c6d853f7dc5d9fc02fbf32bc7b",
+    "web_image": "192.168.0.110:5000/awoooi/web:f1a264cf0cab09c6d853f7dc5d9fc02fbf32bc7b",
+    "worker_image": "192.168.0.110:5000/awoooi/api:f1a264cf0cab09c6d853f7dc5d9fc02fbf32bc7b",
+    "readback_command_scope": [
+      "kubectl -n awoooi-prod get deploy awoooi-api awoooi-web awoooi-worker",
+      "kubectl -n awoooi-prod logs deploy/awoooi-api --tail=20 --since=15m",
+      "kubectl -n awoooi-prod logs deploy/awoooi-worker --tail=20 --since=15m"
+    ]
+  },
+  "samples": [
+    {
+      "sample_id": "api_structured_log_chain_sample",
+      "service": "awoooi-api",
+      "source_system": "k8s_logs",
+      "environment": "prod",
+      "project_id": "awoooi",
+      "product": "awoooi",
+      "package": "apps/api",
+      "tool": "kubectl_logs_readback",
+      "redaction_state": "metadata_only_no_raw_payload",
+      "observed_events": [
+        "awooop_truth_chain_fetched",
+        "ansible_controlled_apply_completed",
+        "request_complete"
+      ],
+      "observed_fields": [
+        "project_id",
+        "source_id",
+        "source_type",
+        "current_stage",
+        "incident_id",
+        "event",
+        "level",
+        "timestamp",
+        "pathname",
+        "lineno"
+      ],
+      "raw_log_payload_persisted": false
+    },
+    {
+      "sample_id": "worker_mcp_registry_runtime_sample",
+      "service": "awoooi-worker",
+      "source_system": "k8s_logs",
+      "environment": "prod",
+      "project_id": "awoooi",
+      "product": "awoooi",
+      "package": "apps/api",
+      "tool": "kubectl_logs_readback",
+      "redaction_state": "metadata_only_no_raw_payload",
+      "observed_events": [
+        "mcp_registry_provider_registered",
+        "mcp_registry_initialized",
+        "signal_worker_mcp_runtime_initialized"
+      ],
+      "observed_fields": [
+        "provider",
+        "tool_count",
+        "providers",
+        "tools",
+        "total_registered"
+      ],
+      "raw_log_payload_persisted": false
+    }
+  ],
+  "label_receipt": {
+    "label_groups_attached": [
+      "ownership",
+      "runtime_surface",
+      "correlation",
+      "learning"
+    ],
+    "required_label_field_count": 17,
+    "runtime_sample_count": 2,
+    "metadata_only": true,
+    "raw_log_payload_persisted": false
+  },
+  "feedback_receipt_readiness": {
+    "km_rag_feedback_receipt_ready": true,
+    "playbook_feedback_receipt_ready": true,
+    "mcp_audit_feedback_receipt_ready": true,
+    "post_apply_verifier_feedback_receipt_ready": true,
+    "trusted_writeback_still_requires_dry_run": true
+  },
+  "operation_boundaries": {
+    "runtime_log_sample_read_performed": true,
+    "raw_log_payload_persisted": false,
+    "secret_value_collection_allowed": false,
+    "km_write_performed": false,
+    "rag_index_write_performed": false,
+    "playbook_trust_write_performed": false,
+    "mcp_tool_call_performed": false,
+    "runtime_repair_performed": false,
+    "workflow_trigger_performed": false,
+    "github_api_used": false
+  }
+}